How to get rid of the bonds between bones?
The dotted lines indicate the parent/child relationship. The child always follows the parent which is why the bone moves as it's parent moves.

The parent setting can be found in the bone's relations panel. Clicking the X will clear the parent linked to the bone. 



You can also clear the parent in the 3Dview using &#9095; AltP ->Clear Parent